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中国精品科技期刊2020
应用电子鼻对奶粉掺假快速检测的研究[J]. 食品工业科技, 2012, (18): 79-83. DOI: 10.13386/j.issn1002-0306.2012.18.048
引用本文: 应用电子鼻对奶粉掺假快速检测的研究[J]. 食品工业科技, 2012, (18): 79-83. DOI: 10.13386/j.issn1002-0306.2012.18.048
Research of adulterated powdered milk identification by electronic nose[J]. Science and Technology of Food Industry, 2012, (18): 79-83. DOI: 10.13386/j.issn1002-0306.2012.18.048
Citation: Research of adulterated powdered milk identification by electronic nose[J]. Science and Technology of Food Industry, 2012, (18): 79-83. DOI: 10.13386/j.issn1002-0306.2012.18.048

应用电子鼻对奶粉掺假快速检测的研究

Research of adulterated powdered milk identification by electronic nose

  • 摘要: 利用由十个金属氧化物传感器组成的电子鼻对几种不同品牌的奶粉和掺入其他物质的奶粉样品分别进行了测量,并通过PCA和LDA法对数据进行了统计分析。数据分析显示所建立的奶粉电子鼻模型能够用于识别不同品牌的奶粉样品,同时电子鼻也能够鉴别奶粉是否有其他物质的掺入。另外基于电子鼻的灵敏性,其对于奶粉中掺入物的浓度也有一定的鉴定能力。研究结果表明电子鼻技术应用在奶粉掺假的快速检测上是可行的。 

     

    Abstract: Several different brands powdered milks, as well as adulterated powdered milk, were measured by the electronic nose (E-nose) which was composed of ten metallic oxide sensors.Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) were used in the data analysis and pattern recognition.The results demonstrated the powdered milk could be identified according to their bands.The model was useful for predicting the bands of the powdered milk.Meanwhile, the adulterated powdered milk could be discriminated by E-nose.Furthermore, the concentration of adulterant in the powdered milk could also be acquired in general.In conclusion, the E-nose could be applied to identify the adulterated powdered milk.

     

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